I'm sure they consented to taking the job but is it informed consent? Can you really know what you will be exposed to? And unless unemployment insurance is given to quitters, autonomy to leave a job at any point is overestimated... Sure you can decide if you want to leave but how long it takes may not be in everyone's control if they first need to find another job.